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16-LukeBaroussePython

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# Python for Data Analytics - Full Course

Data Nerds! This repo contains all the notebooks needed to follow along my free course: [Python for Data Analytics](https://lukebarousse.com/python)

[![Python for Data Analytics](https://raw.githubusercontent.com/rodgermeyers1971/16-LukeBaroussePython/main/3_Project/images/Python_Data_Analytics_YT.png)](https://youtu.be/wUSDVGivd-8)
*Thanks to [Kelly Adams](https://www.linkedin.com/in/kellyjianadams) for help with producing this course*

## Table of Contents

### [Chapter 1: Python Basics](/1_Basics/)

*This chapter is meant for [Google Colab](https://colab.research.google.com/github/lukebarousse/Python_Data_Analytics_Course/blob/main/1_Basics/01_Getting_Started.ipynb).*
- Introduction to Python
    - Variables
    - Data Types
    - Operators
    - Functions
    - Classes
- Python Standard Libraries
    - datetime
    - random
    - ast
- Libraries for Data Science
    - Numpy
    - Matplotlib
    - Pandas

### [Chapter 2: Advanced Python](/2_Advanced/)

- Advanced Pandas
    - Data Cleaning
    - Data Manipulation
    - Data Visualization
- Advanced Matplotlib
    - Statistical Plots
    - Customizing Plots
    - Subplots

### [Chapter 3: Project Build](/3_Project/)

- Investigating Top Skills in Data Science
    - Data Cleaning
    - Data Analysis
    - Data Visualization
    - Data Interpretation

### [Course Problem Notebooks](/4_Problems/)

- The Notebooks to solve practice problems
    - [Purchase the problems here](https://lukebarousse.com/python)

## Found a Typo? Want to Contribute?
- If you find an error in this codebase, please feel free to make a pull request by:
    - Forking the repo
    - Making any changes
    - Submitting a pull request

16-LukeBaroussePython

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